Overall
Column
Ridge(1)
Ridge(2)
Ridge(3)
LASSO(1)
LASSO(2)
LASSO(3)
Elastic Net(1)
Elastic Net(2)
Elastic Net(3)
Column
Ridge
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8356164 | 0.8289474 | 0.9066667 | 0.8243243 | 0.9178082 | 0.8626726 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 162 | 25 | 3 |
| Tilted | 16 | 128 | 4 |
| Others | 1 | 2 | 30 |
| Total | 179 | 155 | 37 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.91 | 0.16 | 0.08 |
| Tilted | 0.09 | 0.83 | 0.11 |
| Others | 0.01 | 0.01 | 0.81 |
| Total | 100% | 100% | 100% |
LASSO
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.7945205 | 0.8289474 | 0.8933333 | 0.8243243 | 0.890411 | 0.8463073 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 159 | 24 | 4 |
| Tilted | 20 | 127 | 5 |
| Others | 0 | 4 | 28 |
| Total | 179 | 155 | 37 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.89 | 0.15 | 0.11 |
| Tilted | 0.11 | 0.82 | 0.14 |
| Others | 0 | 0.03 | 0.76 |
| Total | 100% | 100% | 100% |
Elastic Net
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.7945205 | 0.8289474 | 0.9333333 | 0.8513514 | 0.890411 | 0.8597127 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 157 | 19 | 2 |
| Tilted | 21 | 134 | 7 |
| Others | 1 | 2 | 28 |
| Total | 179 | 155 | 37 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.88 | 0.12 | 0.05 |
| Tilted | 0.12 | 0.86 | 0.19 |
| Others | 0.01 | 0.01 | 0.76 |
| Total | 100% | 100% | 100% |
Anion O
Column
Ridge(1)
Ridge(2)
Ridge(3)
LASSO(1)
Lasso(2)
Lasso(3)
Elastic Net(1)
Elastic Net(2)
Elastic Net(3)
Column
Ridge
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8135593 | 0.8965517 | 0.9122807 | 0.9137931 | 0.9122807 | 0.8896931 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 120 | 15 | 2 |
| Tilted | 10 | 126 | 3 |
| Others | 2 | 0 | 11 |
| Total | 132 | 141 | 16 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.91 | 0.11 | 0.12 |
| Tilted | 0.08 | 0.89 | 0.19 |
| Others | 0.02 | 0 | 0.69 |
| Total | 100% | 100% | 100% |
LASSO
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.779661 | 0.8793103 | 0.8947368 | 0.8793103 | 0.8947368 | 0.8655511 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 115 | 15 | 2 |
| Tilted | 15 | 126 | 5 |
| Others | 2 | 0 | 9 |
| Total | 132 | 141 | 16 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.87 | 0.11 | 0.12 |
| Tilted | 0.11 | 0.89 | 0.31 |
| Others | 0.02 | 0 | 0.56 |
| Total | 100% | 100% | 100% |
Elastic Net
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.7966102 | 0.8965517 | 0.877193 | 0.8793103 | 0.8947368 | 0.8688804 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 117 | 18 | 2 |
| Tilted | 13 | 123 | 3 |
| Others | 2 | 0 | 11 |
| Total | 132 | 141 | 16 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.89 | 0.13 | 0.12 |
| Tilted | 0.1 | 0.87 | 0.19 |
| Others | 0.02 | 0 | 0.69 |
| Total | 100% | 100% | 100% |
Anion F
Column
Ridge(1)
Ridge(2)
LASSO(1)
Lasso(2)
Elastic Net(1)
Elastic Net(2)
Column
Ridge
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.7272727 | 0.5454545 | 0.8333333 | 0.5555556 | 1 | 0.7323232 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 37 | 10 | 3 |
| Tilted | 1 | 0 | 0 |
| Others | 0 | 0 | 4 |
| Total | 38 | 10 | 7 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.97 | 1 | 0.43 |
| Tilted | 0.03 | 0 | 0 |
| Others | 0 | 0 | 0.57 |
| Total | 100% | 100% | 100% |
LASSO
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8181818 | 0.7272727 | 0.8333333 | 0.5555556 | 1 | 0.7868687 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 38 | 8 | 3 |
| Tilted | 0 | 2 | 0 |
| Others | 0 | 0 | 4 |
| Total | 38 | 10 | 7 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 1 | 0.8 | 0.43 |
| Tilted | 0 | 0.2 | 0 |
| Others | 0 | 0 | 0.57 |
| Total | 100% | 100% | 100% |
Elastic Net
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.7272727 | 0.7272727 | 0.9166667 | 0.5555556 | 1 | 0.7853535 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 36 | 6 | 3 |
| Tilted | 2 | 4 | 0 |
| Others | 0 | 0 | 4 |
| Total | 38 | 10 | 7 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.95 | 0.6 | 0.43 |
| Tilted | 0.05 | 0.4 | 0 |
| Others | 0 | 0 | 0.57 |
| Total | 100% | 100% | 100% |